Four engagements.
Every one accountable.
AI Readiness & Workflow Audit
A structured review of your operations, software stack, data quality, and team capacity. Delivered as a written assessment with prioritized opportunities.
AI Implementation & Integration
End-to-end deployment of AI tools and automations into your existing workflows: scoping, vendor selection, integration, testing, and team training.
Ongoing AI Advisory Retainer
Strategic guidance, vendor oversight, and continuous optimization. Monthly reviews, priority access, and quarterly roadmap updates.
Custom AI Development
Proprietary model development, custom tooling, and specialized integrations for organizations with unique operational requirements.
10 to 150 people.
Ready to operate
differently.
We work with established businesses that have real operational complexity and the discipline to implement solutions that stick. Not every company is ready for AI. We tell you honestly whether you are.
“Not every company is ready for AI. We tell you honestly whether you are. And what it would take to get there.”
Three founders.
No associates handed your account.
William Hahn, PhD
Research-grade AI expertise applied to commercial operations. Brings the rigor of a lab to the discipline of a business.
Brett Hahn
Translates technical AI capability into commercial strategy. Identifies where automation creates durable operational leverage.
Chris Hahn
Ensures every implementation is documented, auditable, and built to last. Primary point of contact after deployment.